GPU Comparison

NVIDIA GB200vsAMD MI250X

Comprehensive comparison for AI, machine learning, and high-performance computing workloads.

vs
Performance Leader
NVIDIA

NVIDIA GB200

Blackwell Architecture

VRAM192 GB HBM3e
FP32 Performance90 TFLOPS
Memory Bandwidth8000 GB/s
TDP1000W
Avg. Price/Hour$3.75
AMD

AMD MI250X

CDNA 2 Architecture

VRAM128 GB HBM2e
FP32 Performance47.9 TFLOPS
Memory Bandwidth3277 GB/s
TDP560W
Avg. Price/Hour$1.35

Detailed Specifications

SpecificationNVIDIA GB200AMD MI250X
Architecture
Blackwell
CDNA 2
Release Year
2024
2021
VRAM
192 GB+50.0%
128 GB
Memory Type
HBM3e
HBM2e
Memory Bandwidth
8000 GB/s+144.1%
3277 GB/s
FP32 Performance
90 TFLOPS+87.9%
47.9 TFLOPS
FP16 Performance
180 TFLOPS+88.1%
95.7 TFLOPS
INT8 Performance
3600 TOPS+839.9%
383 TOPS
Tensor Cores
18432
N/A
CUDA Cores
N/A
14080
TDP
1000W
560W
Form Factor
Superchip
OAM
NVLink Support
Yes
No
Avg. Price/Hour
$3.75+177.8%
$1.35

Performance Breakdown

Compute Performance

Single-precision floating-point performance for general compute workloads

NVIDIA GB200
90TFLOPS
AMD MI250X
47.9TFLOPS

NVIDIA GB200 is 87.9% faster

AI Training Performance

Half-precision performance optimized for deep learning training

NVIDIA GB200
180TFLOPS
AMD MI250X
95.7TFLOPS

NVIDIA GB200 is 88.1% faster

AI Inference Performance

Integer performance for efficient model inference and deployment

NVIDIA GB200
3600TOPS
AMD MI250X
383TOPS

NVIDIA GB200 is 839.9% faster

Memory Bandwidth

Data transfer speed between GPU and memory

NVIDIA GB200
8000GB/s
AMD MI250X
3277GB/s

NVIDIA GB200 is 144.1% faster

Performance

NVIDIA GB200

Memory

NVIDIA GB200

Value

AMD MI250X

Efficiency

NVIDIA GB200

Ideal Workloads

NVIDIA

NVIDIA GB200

Large Language Models
AI Supercomputing
Enterprise AI
Multi-Modal Training
AMD

AMD MI250X

HPC
AI Training
Scientific Computing
Research

Cost Analysis

Hourly Rate

NVIDIA GB200
$3.75per hour
AMD MI250X
$1.35per hour
Savings with AMD MI250X$2.40 (64%)

Daily Cost

NVIDIA GB200
$90.00per day
AMD MI250X
$32.40per day
Savings with AMD MI250X$57.60 (64%)

Monthly Cost

NVIDIA GB200
$2737.50per month
AMD MI250X
$985.50per month
Savings with AMD MI250X$1752.00 (64%)

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Frequently Asked Questions

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